# load packages
library(tensorflow)
library(keras)
library(reticulate)
install_tensorflow()
#
# parameters

batch_size <- 32
epochs <- 20
data_augmentation <- TRUE
model1 %>%

layer_conv_2d(
  filter = 32, kernel_size = c(3,3), padding = "same",
  input_shape = c(32, 32, 3)
) %>%
  layer_activation("relu") %>%
  
  # Second hidden layer
  layer_conv_2d(filter = 32, kernel_size = c(3,3)) %>%
  layer_activation("relu") %>%
  
  # Use max pooling
  layer_max_pooling_2d(pool_size = c(2,2)) %>%
  #layer_dropout(0.25) %>%
  
  # 2 additional hidden 2D convolutional layers
  layer_conv_2d(filter = 32, kernel_size = c(3,3), padding = "same") %>%
  layer_activation("relu") %>%
  layer_conv_2d(filter = 32, kernel_size = c(3,3)) %>%
  layer_activation("relu") %>%
  
  # Use max pooling once more
  layer_max_pooling_2d(pool_size = c(2,2)) %>%
  #layer_dropout(0.25) %>%
  
  # Flatten max filtered output into feature vector 
  # and feed into dense layer
  layer_flatten() %>%
  layer_dense(512) %>%
  layer_activation("relu") %>%
  #layer_dropout(0.5) %>%
  
  # Outputs from dense layer are projected onto 10 unit output layer
  layer_dense(10) %>%
  layer_activation("softmax")
Error in py_call_impl(callable, dots$args, dots$keywords) : 
  ValueError: Input 0 of layer conv2d_11 is incompatible with the layer: expected ndim=4, found ndim=2. Full shape received: [None, 10]

model1 without data augmentation

model1 %>% fit(
    x_train, y_train,
    batch_size = batch_size,
    epochs = epochs,
    validation_data = list(x_test, y_test),
    shuffle = TRUE)
Epoch 1/20

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1563/1563 [==============================] - 484s 310ms/step - loss: 1.7153 - accuracy: 0.3813

1563/1563 [==============================] - 520s 333ms/step - loss: 1.7153 - accuracy: 0.3813 - val_loss: 1.4883 - val_accuracy: 0.4647
Epoch 2/20

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1563/1563 [==============================] - 520s 333ms/step - loss: 1.4182 - accuracy: 0.4940

1563/1563 [==============================] - 541s 346ms/step - loss: 1.4182 - accuracy: 0.4940 - val_loss: 1.4786 - val_accuracy: 0.4856
Epoch 3/20

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1563/1563 [==============================] - 554s 355ms/step - loss: 1.2946 - accuracy: 0.5383

1563/1563 [==============================] - 574s 367ms/step - loss: 1.2946 - accuracy: 0.5383 - val_loss: 1.3605 - val_accuracy: 0.5289
Epoch 4/20

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1563/1563 [==============================] - 545s 349ms/step - loss: 1.1975 - accuracy: 0.5765

1563/1563 [==============================] - 563s 360ms/step - loss: 1.1975 - accuracy: 0.5765 - val_loss: 1.2087 - val_accuracy: 0.5734
Epoch 5/20

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1563/1563 [==============================] - 386s 247ms/step - loss: 1.1188 - accuracy: 0.6081 - val_loss: 1.3377 - val_accuracy: 0.5346
Epoch 6/20

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1563/1563 [==============================] - 376s 241ms/step - loss: 1.0525 - accuracy: 0.6310

1563/1563 [==============================] - 394s 252ms/step - loss: 1.0525 - accuracy: 0.6310 - val_loss: 1.1239 - val_accuracy: 0.6045
Epoch 7/20

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1563/1563 [==============================] - 369s 236ms/step - loss: 0.9939 - accuracy: 0.6543

1563/1563 [==============================] - 385s 247ms/step - loss: 0.9939 - accuracy: 0.6543 - val_loss: 1.0294 - val_accuracy: 0.6369
Epoch 8/20

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1563/1563 [==============================] - 367s 235ms/step - loss: 0.9412 - accuracy: 0.6734

1563/1563 [==============================] - 383s 245ms/step - loss: 0.9412 - accuracy: 0.6734 - val_loss: 1.0022 - val_accuracy: 0.6464
Epoch 9/20

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1563/1563 [==============================] - 370s 237ms/step - loss: 0.8896 - accuracy: 0.6932

1563/1563 [==============================] - 387s 248ms/step - loss: 0.8896 - accuracy: 0.6932 - val_loss: 0.9998 - val_accuracy: 0.6498
Epoch 10/20

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1563/1563 [==============================] - 363s 232ms/step - loss: 0.8421 - accuracy: 0.7083

1563/1563 [==============================] - 379s 243ms/step - loss: 0.8421 - accuracy: 0.7083 - val_loss: 0.9652 - val_accuracy: 0.6654
Epoch 11/20

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1563/1563 [==============================] - 359s 229ms/step - loss: 0.7971 - accuracy: 0.7272

1563/1563 [==============================] - 374s 239ms/step - loss: 0.7971 - accuracy: 0.7272 - val_loss: 0.9610 - val_accuracy: 0.6725
Epoch 12/20

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1563/1563 [==============================] - 507s 324ms/step - loss: 0.7526 - accuracy: 0.7412

1563/1563 [==============================] - 528s 338ms/step - loss: 0.7526 - accuracy: 0.7412 - val_loss: 0.9638 - val_accuracy: 0.6731
Epoch 13/20

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1563/1563 [==============================] - 507s 324ms/step - loss: 0.7121 - accuracy: 0.7564

1563/1563 [==============================] - 528s 338ms/step - loss: 0.7121 - accuracy: 0.7564 - val_loss: 0.9064 - val_accuracy: 0.6930
Epoch 14/20

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1563/1563 [==============================] - 460s 294ms/step - loss: 0.6723 - accuracy: 0.7711

1563/1563 [==============================] - 483s 309ms/step - loss: 0.6723 - accuracy: 0.7711 - val_loss: 0.9089 - val_accuracy: 0.6955
Epoch 15/20

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1563/1563 [==============================] - 458s 293ms/step - loss: 0.6333 - accuracy: 0.7844

1563/1563 [==============================] - 475s 304ms/step - loss: 0.6333 - accuracy: 0.7844 - val_loss: 0.9049 - val_accuracy: 0.6987
Epoch 16/20

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1563/1563 [==============================] - 471s 301ms/step - loss: 0.5954 - accuracy: 0.7977

1563/1563 [==============================] - 489s 313ms/step - loss: 0.5954 - accuracy: 0.7977 - val_loss: 0.8994 - val_accuracy: 0.6995
Epoch 17/20

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1563/1563 [==============================] - 418s 267ms/step - loss: 0.5573 - accuracy: 0.8123

1563/1563 [==============================] - 439s 281ms/step - loss: 0.5573 - accuracy: 0.8123 - val_loss: 0.9192 - val_accuracy: 0.7030
Epoch 18/20

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1563/1563 [==============================] - 454s 290ms/step - loss: 0.5223 - accuracy: 0.8237

1563/1563 [==============================] - 473s 303ms/step - loss: 0.5223 - accuracy: 0.8237 - val_loss: 0.9685 - val_accuracy: 0.6898
Epoch 19/20

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1563/1563 [==============================] - 422s 270ms/step - loss: 0.4870 - accuracy: 0.8368

1563/1563 [==============================] - 440s 282ms/step - loss: 0.4870 - accuracy: 0.8368 - val_loss: 0.9760 - val_accuracy: 0.6943
Epoch 20/20

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1563/1563 [==============================] - 435s 278ms/step - loss: 0.4518 - accuracy: 0.8471

1563/1563 [==============================] - 451s 288ms/step - loss: 0.4518 - accuracy: 0.8471 - val_loss: 0.9199 - val_accuracy: 0.7104

model2 with data augmentation

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